Table 4 Prediction performance of the final model on external datasets
From: Sequence-based prediction of protein protein interaction using a deep-learning algorithm
Dataset name | Samples | Acc. | Pan et al.’s acc. |
|---|---|---|---|
2010 HPRD | 9214 | 0.9921 | 0.8915 |
2010 HPRD NR | 1482 | 0.9714 | 0.8670 |
DIP | 2908 | 0.9377 | 0.9004 |
HIPPIE HQ | 30074 | 0.9224 | 0.8501 |
HIPPIE LQ | 220442 | 0.8704 | -- |
inWeb_inbiomap HQ | 155465 | 0.9114 | -- |
inWeb_inbiomap LQ | 459231 | 0.8799 | -- |